Profiling Report

Dataset statistics

Number of variables	20
Number of observations	30000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.6 MiB
Average record size in memory	160.0 B

Variable types

Numeric	19
Categorical	1

Alerts

`entropy_t` is highly overall correlated with `mean_f` and 3 other fields	High correlation
`kurt_f` is highly overall correlated with `mean_f` and 3 other fields	High correlation
`mean_f` is highly overall correlated with `entropy_t` and 4 other fields	High correlation
`mean_t` is highly overall correlated with `med_t` and 2 other fields	High correlation
`med_f` is highly overall correlated with `entropy_t` and 6 other fields	High correlation
`med_t` is highly overall correlated with `mean_t` and 2 other fields	High correlation
`min_f` is highly overall correlated with `entropy_t` and 3 other fields	High correlation
`q75_t` is highly overall correlated with `entropy_t`	High correlation
`sfm_f` is highly overall correlated with `kurt_f` and 2 other fields	High correlation
`skew_f` is highly overall correlated with `kurt_f` and 2 other fields	High correlation
`skew_t` is highly overall correlated with `mean_t` and 2 other fields	High correlation
`std_f` is highly overall correlated with `mean_f` and 2 other fields	High correlation
`std_t` is highly overall correlated with `mean_t` and 2 other fields	High correlation
`q75_f` is highly skewed (γ1 = -33.95199827)	Skewed
`q25_f` has unique values	Unique
`q25_t` has 27637 (92.1%) zeros	Zeros
`q75_t` has 1785 (5.9%) zeros	Zeros
`skew_t` has 17256 (57.5%) zeros	Zeros
`zeroxrate_t` has 18250 (60.8%) zeros	Zeros

Reproduction

Analysis started	2024-10-10 12:46:24.719886
Analysis finished	2024-10-10 12:47:27.401513
Duration	1 minute and 2.68 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

mean_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.041594391

Minimum	0.0024329233
Maximum	0.20693557
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.0024329233
5-th percentile	0.014664507
Q1	0.025799476
median	0.03759306
Q3	0.053282735
95-th percentile	0.081950992
Maximum	0.20693557
Range	0.20450265
Interquartile range (IQR)	0.027483259

Descriptive statistics

Standard deviation	0.02147506
Coefficient of variation (CV)	0.51629701
Kurtosis	2.0415555
Mean	0.041594391
Median Absolute Deviation (MAD)	0.013161733
Skewness	1.1517884
Sum	1247.8317
Variance	0.00046117819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01691135933	2	< 0.1%
0.02156427536	2	< 0.1%
0.03049963923	2	< 0.1%
0.03000760193	1	< 0.1%
0.0285813327	1	< 0.1%
0.03956232988	1	< 0.1%
0.03477887123	1	< 0.1%
0.03787894531	1	< 0.1%
0.03304777659	1	< 0.1%
0.03877674893	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002432923295	1	< 0.1%
0.002625390731	1	< 0.1%
0.002697979874	1	< 0.1%
0.002699792244	1	< 0.1%
0.002858414028	1	< 0.1%
0.003092089652	1	< 0.1%
0.003093305139	1	< 0.1%
0.003195140347	1	< 0.1%
0.003282912189	1	< 0.1%
0.003336638341	1	< 0.1%

Value	Count	Frequency (%)
0.2069355717	1	< 0.1%
0.1866970078	1	< 0.1%
0.1822388175	1	< 0.1%
0.1776354677	1	< 0.1%
0.1729299883	1	< 0.1%
0.1693613906	1	< 0.1%
0.1667071437	1	< 0.1%
0.1656759904	1	< 0.1%
0.1641441945	1	< 0.1%
0.1619277681	1	< 0.1%

std_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08322155

Minimum	0.019338027
Maximum	0.21401169
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.019338027
5-th percentile	0.045119144
Q1	0.063810621
median	0.080169418
Q3	0.10022291
95-th percentile	0.13128682
Maximum	0.21401169
Range	0.19467367
Interquartile range (IQR)	0.036412293

Descriptive statistics

Standard deviation	0.026389151
Coefficient of variation (CV)	0.31709516
Kurtosis	0.044266901
Mean	0.08322155
Median Absolute Deviation (MAD)	0.017886634
Skewness	0.50649027
Sum	2496.6465
Variance	0.00069638727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05384132343	2	< 0.1%
0.06886790332	2	< 0.1%
0.07794866165	2	< 0.1%
0.0794194902	1	< 0.1%
0.07293853966	1	< 0.1%
0.07906831843	1	< 0.1%
0.07839262778	1	< 0.1%
0.07592022449	1	< 0.1%
0.07049620961	1	< 0.1%
0.08232523428	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01933802729	1	< 0.1%
0.01950250913	1	< 0.1%
0.01993946155	1	< 0.1%
0.0202568184	1	< 0.1%
0.02097707606	1	< 0.1%
0.02114495775	1	< 0.1%
0.02123490749	1	< 0.1%
0.02137637206	1	< 0.1%
0.02147042685	1	< 0.1%
0.02153455085	1	< 0.1%

Value	Count	Frequency (%)
0.214011693	1	< 0.1%
0.2046519085	1	< 0.1%
0.1986455854	1	< 0.1%
0.1941108283	1	< 0.1%
0.193553517	1	< 0.1%
0.193032361	1	< 0.1%
0.1899742919	1	< 0.1%
0.1875579522	1	< 0.1%
0.1873698188	1	< 0.1%
0.1860790309	1	< 0.1%

med_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.019323993

Minimum	0.00094981735
Maximum	0.16927095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.00094981735
5-th percentile	0.0058492445
Q1	0.010496631
median	0.016145635
Q3	0.024826635
95-th percentile	0.043786834
Maximum	0.16927095
Range	0.16832114
Interquartile range (IQR)	0.014330004

Descriptive statistics

Standard deviation	0.012446715
Coefficient of variation (CV)	0.64410678
Kurtosis	5.1715472
Mean	0.019323993
Median Absolute Deviation (MAD)	0.0065856912
Skewness	1.7424629
Sum	579.71978
Variance	0.00015492071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.006540780801	2	< 0.1%
0.009887705598	2	< 0.1%
0.01344689357	2	< 0.1%
0.01381421652	1	< 0.1%
0.0123951615	1	< 0.1%
0.02195596241	1	< 0.1%
0.01823237173	1	< 0.1%
0.02118277834	1	< 0.1%
0.01759132278	1	< 0.1%
0.02010214708	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0009498173517	1	< 0.1%
0.0009710029518	1	< 0.1%
0.001041600911	1	< 0.1%
0.001113147757	1	< 0.1%
0.001136185481	1	< 0.1%
0.001143363949	1	< 0.1%
0.001178038626	1	< 0.1%
0.001186052344	1	< 0.1%
0.001193763431	1	< 0.1%
0.001198232493	1	< 0.1%

Value	Count	Frequency (%)
0.1692709529	1	< 0.1%
0.1426382144	1	< 0.1%
0.1222340397	1	< 0.1%
0.1149326616	1	< 0.1%
0.1141005385	1	< 0.1%
0.1105491309	1	< 0.1%
0.1036250669	1	< 0.1%
0.1031499609	1	< 0.1%
0.1020907493	1	< 0.1%
0.1015391795	1	< 0.1%

min_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0063271435

Minimum	0.000457067
Maximum	0.068671371
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.000457067
5-th percentile	0.0023912449
Q1	0.0039290739
median	0.0055798086
Q3	0.0079141598
95-th percentile	0.01276109
Maximum	0.068671371
Range	0.068214304
Interquartile range (IQR)	0.0039850859

Descriptive statistics

Standard deviation	0.0033698602
Coefficient of variation (CV)	0.53260373
Kurtosis	6.9034881
Mean	0.0063271435
Median Absolute Deviation (MAD)	0.0019016093
Skewness	1.6085515
Sum	189.81431
Variance	1.1355958 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.003062977506	2	< 0.1%
0.003953284292	2	< 0.1%
0.005407428943	2	< 0.1%
0.005128016388	1	< 0.1%
0.005436888398	1	< 0.1%
0.004762191307	1	< 0.1%
0.004974793015	1	< 0.1%
0.005372201567	1	< 0.1%
0.004098571969	1	< 0.1%
0.008092636721	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000457067	1	< 0.1%
0.0004850969617	1	< 0.1%
0.0005224592533	1	< 0.1%
0.0005353357765	1	< 0.1%
0.0005666385006	1	< 0.1%
0.0006006549532	1	< 0.1%
0.0006165422118	1	< 0.1%
0.0006253345607	1	< 0.1%
0.0006389036751	1	< 0.1%
0.000642165194	1	< 0.1%

Value	Count	Frequency (%)
0.0686713712	1	< 0.1%
0.03275590678	1	< 0.1%
0.03232972684	1	< 0.1%
0.03116207365	1	< 0.1%
0.0304447999	1	< 0.1%
0.0302638373	1	< 0.1%
0.02836160781	1	< 0.1%
0.02815050023	1	< 0.1%
0.02599723445	1	< 0.1%
0.02590508764	1	< 0.1%

q25_f
Real number (ℝ)

UNIQUE

Distinct	30000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.36591292

Minimum	0.12191156
Maximum	0.94680114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.12191156
5-th percentile	0.22879663
Q1	0.3085663
median	0.36673757
Q3	0.42311093
95-th percentile	0.49900003
Maximum	0.94680114
Range	0.82488958
Interquartile range (IQR)	0.11454463

Descriptive statistics

Standard deviation	0.082126946
Coefficient of variation (CV)	0.22444396
Kurtosis	-0.23278915
Mean	0.36591292
Median Absolute Deviation (MAD)	0.057172486
Skewness	-0.0018582855
Sum	10977.388
Variance	0.0067448352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4369868916	1	< 0.1%
0.32223895	1	< 0.1%
0.4749433398	1	< 0.1%
0.3899784348	1	< 0.1%
0.3954654175	1	< 0.1%
0.4015442173	1	< 0.1%
0.3919608311	1	< 0.1%
0.3360451842	1	< 0.1%
0.4511630338	1	< 0.1%
0.3602061153	1	< 0.1%
Other values (29990)	29990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1219115619	1	< 0.1%
0.1226686769	1	< 0.1%
0.123836379	1	< 0.1%
0.1254518063	1	< 0.1%
0.1265465485	1	< 0.1%
0.1270145248	1	< 0.1%
0.1271995574	1	< 0.1%
0.1272845797	1	< 0.1%
0.1277742624	1	< 0.1%
0.1297505695	1	< 0.1%

Value	Count	Frequency (%)
0.9468011424	1	< 0.1%
0.6850490588	1	< 0.1%
0.6607256613	1	< 0.1%
0.6420695273	1	< 0.1%
0.6318320579	1	< 0.1%
0.6309941062	1	< 0.1%
0.6301948853	1	< 0.1%
0.6296651125	1	< 0.1%
0.629414305	1	< 0.1%
0.6267332787	1	< 0.1%

q75_f
Real number (ℝ)

SKEWED

Distinct	64
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.99971069

Minimum	0.49133568
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.49133568
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0.50866432
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0078205736
Coefficient of variation (CV)	0.0078228368
Kurtosis	1383.5134
Mean	0.99971069
Median Absolute Deviation (MAD)	0
Skewness	-33.951998
Sum	29991.321
Variance	6.1161371 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	29937	99.8%
0.9958632649	1	< 0.1%
0.8427068512	1	< 0.1%
0.997407896	1	< 0.1%
0.8001825676	1	< 0.1%
0.6764609391	1	< 0.1%
0.4913356789	1	< 0.1%
0.7720953544	1	< 0.1%
0.7771386736	1	< 0.1%
0.9636803538	1	< 0.1%
Other values (54)	54	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4913356789	1	< 0.1%
0.6384324327	1	< 0.1%
0.6764609391	1	< 0.1%
0.7197812187	1	< 0.1%
0.7216111445	1	< 0.1%
0.732653098	1	< 0.1%
0.73307925	1	< 0.1%
0.7405699139	1	< 0.1%
0.7574959024	1	< 0.1%
0.7630778123	1	< 0.1%

Value	Count	Frequency (%)
1	29937	99.8%
0.9991934605	1	< 0.1%
0.997407896	1	< 0.1%
0.9958632649	1	< 0.1%
0.9879303407	1	< 0.1%
0.9878227338	1	< 0.1%
0.984210948	1	< 0.1%
0.980603152	1	< 0.1%
0.9804979372	1	< 0.1%
0.9788610498	1	< 0.1%

skew_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3300588

Minimum	0.10724644
Maximum	0.61376755
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.10724644
5-th percentile	0.20743523
Q1	0.27232345
median	0.32376248
Q3	0.38509507
95-th percentile	0.46895088
Maximum	0.61376755
Range	0.50652111
Interquartile range (IQR)	0.11277162

Descriptive statistics

Standard deviation	0.079558826
Coefficient of variation (CV)	0.2410444
Kurtosis	-0.38670987
Mean	0.3300588
Median Absolute Deviation (MAD)	0.055901663
Skewness	0.25363626
Sum	9901.7641
Variance	0.0063296068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4417016574	2	< 0.1%
0.3859123538	2	< 0.1%
0.3671032355	2	< 0.1%
0.3509743446	1	< 0.1%
0.4098905111	1	< 0.1%
0.2097932843	1	< 0.1%
0.2571053754	1	< 0.1%
0.2497816288	1	< 0.1%
0.228971273	1	< 0.1%
0.3878191063	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1072464379	1	< 0.1%
0.1116372129	1	< 0.1%
0.1146578384	1	< 0.1%
0.1178989284	1	< 0.1%
0.1222194468	1	< 0.1%
0.1265406274	1	< 0.1%
0.1278781967	1	< 0.1%
0.1278830807	1	< 0.1%
0.1289655993	1	< 0.1%
0.1300871425	1	< 0.1%

Value	Count	Frequency (%)
0.6137675492	1	< 0.1%
0.6119739963	1	< 0.1%
0.6048312994	1	< 0.1%
0.5988718243	1	< 0.1%
0.5941168962	1	< 0.1%
0.5937750385	1	< 0.1%
0.593344554	1	< 0.1%
0.5918717557	1	< 0.1%
0.5879529118	1	< 0.1%
0.5863845051	1	< 0.1%

kurt_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29781
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.38569424

Minimum	0.10891136
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.10891136
5-th percentile	0.22055911
Q1	0.29785633
median	0.36459788
Q3	0.44675533
95-th percentile	0.61200083
Maximum	1
Range	0.89108864
Interquartile range (IQR)	0.148899

Descriptive statistics

Standard deviation	0.13053625
Coefficient of variation (CV)	0.33844492
Kurtosis	4.1862851
Mean	0.38569424
Median Absolute Deviation (MAD)	0.073186518
Skewness	1.5231437
Sum	11570.827
Variance	0.017039714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	217	0.7%
0.4540222185	2	< 0.1%
0.5745258772	2	< 0.1%
0.4049866206	2	< 0.1%
0.3776731391	1	< 0.1%
0.4254510001	1	< 0.1%
0.2322589184	1	< 0.1%
0.2685600497	1	< 0.1%
0.2226294596	1	< 0.1%
0.2081901693	1	< 0.1%
Other values (29771)	29771	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1089113582	1	< 0.1%
0.1185724959	1	< 0.1%
0.1206416042	1	< 0.1%
0.1239412007	1	< 0.1%
0.125524456	1	< 0.1%
0.1312072118	1	< 0.1%
0.1317956914	1	< 0.1%
0.1327922282	1	< 0.1%
0.1362090174	1	< 0.1%
0.1367268461	1	< 0.1%

Value	Count	Frequency (%)
1	217	0.7%
0.9994480779	1	< 0.1%
0.9980957882	1	< 0.1%
0.9973495328	1	< 0.1%
0.9968274687	1	< 0.1%
0.9938188533	1	< 0.1%
0.9921344242	1	< 0.1%
0.9918432346	1	< 0.1%
0.9904255775	1	< 0.1%
0.9871955592	1	< 0.1%

sfm_f
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.32566137

Minimum	0.10691048
Maximum	0.60957184
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.10691048
5-th percentile	0.20551477
Q1	0.26864951
median	0.3195536
Q3	0.37938568
95-th percentile	0.46256338
Maximum	0.60957184
Range	0.50266136
Interquartile range (IQR)	0.11073616

Descriptive statistics

Standard deviation	0.078222634
Coefficient of variation (CV)	0.24019623
Kurtosis	-0.38655182
Mean	0.32566137
Median Absolute Deviation (MAD)	0.05487133
Skewness	0.2597048
Sum	9769.841
Variance	0.0061187805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4312840335	2	< 0.1%
0.379117999	2	< 0.1%
0.3624380604	2	< 0.1%
0.3473179532	1	< 0.1%
0.4081865049	1	< 0.1%
0.2090661651	1	< 0.1%
0.2557332607	1	< 0.1%
0.2490349694	1	< 0.1%
0.2276768715	1	< 0.1%
0.3858252428	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1069104808	1	< 0.1%
0.1103117146	1	< 0.1%
0.1137757006	1	< 0.1%
0.117738918	1	< 0.1%
0.1219025879	1	< 0.1%
0.1247267765	1	< 0.1%
0.1260044725	1	< 0.1%
0.126701351	1	< 0.1%
0.1268336322	1	< 0.1%
0.1271324033	1	< 0.1%

Value	Count	Frequency (%)
0.609571841	1	< 0.1%
0.6065222483	1	< 0.1%
0.6010492789	1	< 0.1%
0.5929245016	1	< 0.1%
0.5909491622	1	< 0.1%
0.5897739686	1	< 0.1%
0.5884963338	1	< 0.1%
0.5875188936	1	< 0.1%
0.5872976464	1	< 0.1%
0.5837396805	1	< 0.1%

cent_f
Real number (ℝ)

Distinct	1182
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.99684446

Minimum	0.62527722
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.62527722
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0.37472278
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.020010489
Coefficient of variation (CV)	0.020073832
Kurtosis	77.991518
Mean	0.99684446
Median Absolute Deviation (MAD)	0
Skewness	-8.1429131
Sum	29905.334
Variance	0.00040041965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	28819	96.1%
0.9020319469	1	< 0.1%
0.8700139061	1	< 0.1%
0.9239953231	1	< 0.1%
0.9253693404	1	< 0.1%
0.8610432202	1	< 0.1%
0.9833726682	1	< 0.1%
0.913478811	1	< 0.1%
0.9973518009	1	< 0.1%
0.9892329949	1	< 0.1%
Other values (1172)	1172	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6252772169	1	< 0.1%
0.6589549561	1	< 0.1%
0.6751562135	1	< 0.1%
0.6810257491	1	< 0.1%
0.6917380231	1	< 0.1%
0.6935746483	1	< 0.1%
0.6981034213	1	< 0.1%
0.7033796022	1	< 0.1%
0.704534597	1	< 0.1%
0.7051810715	1	< 0.1%

Value	Count	Frequency (%)
1	28819	96.1%
0.9999468329	1	< 0.1%
0.9998654135	1	< 0.1%
0.9995716957	1	< 0.1%
0.9994990916	1	< 0.1%
0.9994929571	1	< 0.1%
0.9994236925	1	< 0.1%
0.9994121549	1	< 0.1%
0.9993825819	1	< 0.1%
0.9993538126	1	< 0.1%

mean_t
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49253919

Minimum	0.26525074
Maximum	0.75243299
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.26525074
5-th percentile	0.40036193
Q1	0.45220859
median	0.49143002
Q3	0.53092328
95-th percentile	0.58991711
Maximum	0.75243299
Range	0.48718225
Interquartile range (IQR)	0.078714697

Descriptive statistics

Standard deviation	0.058166736
Coefficient of variation (CV)	0.11809565
Kurtosis	0.1914887
Mean	0.49253919
Median Absolute Deviation (MAD)	0.039366772
Skewness	0.16376152
Sum	14776.176
Variance	0.0033833692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5704646327	2	< 0.1%
0.5076350555	2	< 0.1%
0.5755580831	2	< 0.1%
0.5475404033	1	< 0.1%
0.5158039141	1	< 0.1%
0.4726256763	1	< 0.1%
0.5018732276	1	< 0.1%
0.4606208093	1	< 0.1%
0.4657838766	1	< 0.1%
0.5515422065	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2652507415	1	< 0.1%
0.2798342496	1	< 0.1%
0.2810117111	1	< 0.1%
0.2906600677	1	< 0.1%
0.29413338	1	< 0.1%
0.2949584452	1	< 0.1%
0.295610358	1	< 0.1%
0.3007679486	1	< 0.1%
0.3011998359	1	< 0.1%
0.301222476	1	< 0.1%

Value	Count	Frequency (%)
0.7524329893	1	< 0.1%
0.7388335927	1	< 0.1%
0.7306876618	1	< 0.1%
0.7293301986	1	< 0.1%
0.722926669	1	< 0.1%
0.7221573176	1	< 0.1%
0.7190348154	1	< 0.1%
0.716931531	1	< 0.1%
0.7166992886	1	< 0.1%
0.7160976496	1	< 0.1%

std_t
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57643057

Minimum	0.32606066
Maximum	0.83761364
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.32606066
5-th percentile	0.4727404
Q1	0.53271271
median	0.57545324
Q3	0.61859448
95-th percentile	0.68436906
Maximum	0.83761364
Range	0.51155298
Interquartile range (IQR)	0.085881763

Descriptive statistics

Standard deviation	0.064684868
Coefficient of variation (CV)	0.11221623
Kurtosis	0.18515367
Mean	0.57643057
Median Absolute Deviation (MAD)	0.042940799
Skewness	0.10219101
Sum	17292.917
Variance	0.0041841322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6807491816	2	< 0.1%
0.607332422	2	< 0.1%
0.6687650386	2	< 0.1%
0.6436227505	1	< 0.1%
0.5926042567	1	< 0.1%
0.5662093179	1	< 0.1%
0.5963955422	1	< 0.1%
0.5366004438	1	< 0.1%
0.5610639573	1	< 0.1%
0.6136940013	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3260606605	1	< 0.1%
0.3312200205	1	< 0.1%
0.3355419065	1	< 0.1%
0.3376674155	1	< 0.1%
0.3442055965	1	< 0.1%
0.3461962673	1	< 0.1%
0.3482751757	1	< 0.1%
0.3484815626	1	< 0.1%
0.3557000935	1	< 0.1%
0.3564560118	1	< 0.1%

Value	Count	Frequency (%)
0.8376136377	1	< 0.1%
0.83401374	1	< 0.1%
0.8162561884	1	< 0.1%
0.8131432451	1	< 0.1%
0.8122573808	1	< 0.1%
0.8089709759	1	< 0.1%
0.8062015605	1	< 0.1%
0.8061078401	1	< 0.1%
0.8044782449	1	< 0.1%
0.8016364367	1	< 0.1%

med_t
Real number (ℝ)

HIGH CORRELATION

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49290541

Minimum	0.26772551
Maximum	0.75377955
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.26772551
5-th percentile	0.40082134
Q1	0.45251176
median	0.49173369
Q3	0.53131948
95-th percentile	0.59039955
Maximum	0.75377955
Range	0.48605404
Interquartile range (IQR)	0.078807728

Descriptive statistics

Standard deviation	0.058190622
Coefficient of variation (CV)	0.11805637
Kurtosis	0.19085269
Mean	0.49290541
Median Absolute Deviation (MAD)	0.03940559
Skewness	0.16435353
Sum	14787.162
Variance	0.0033861484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5709176079	2	< 0.1%
0.5080711147	2	< 0.1%
0.5759368315	2	< 0.1%
0.5479553376	1	< 0.1%
0.5158085116	1	< 0.1%
0.472748667	1	< 0.1%
0.5021756799	1	< 0.1%
0.4606956452	1	< 0.1%
0.465916252	1	< 0.1%
0.551648886	1	< 0.1%
Other values (29987)	29987	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2677255098	1	< 0.1%
0.2801089709	1	< 0.1%
0.2810786404	1	< 0.1%
0.2908797976	1	< 0.1%
0.2944433464	1	< 0.1%
0.2954340121	1	< 0.1%
0.2958489416	1	< 0.1%
0.3013218699	1	< 0.1%
0.3013887321	1	< 0.1%
0.3014487637	1	< 0.1%

Value	Count	Frequency (%)
0.7537795525	1	< 0.1%
0.7394161937	1	< 0.1%
0.7308380928	1	< 0.1%
0.7293796156	1	< 0.1%
0.72301004	1	< 0.1%
0.7222626534	1	< 0.1%
0.7190730061	1	< 0.1%
0.7172800219	1	< 0.1%
0.7169990713	1	< 0.1%
0.7169262828	1	< 0.1%

q25_t
Real number (ℝ)

ZEROS

Distinct	2364
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0041440121

Minimum	0
Maximum	0.18737198
Zeros	27637
Zeros (%)	92.1%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.033637253
Maximum	0.18737198
Range	0.18737198
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.017574911
Coefficient of variation (CV)	4.2410376
Kurtosis	28.42836
Mean	0.0041440121
Median Absolute Deviation (MAD)	0
Skewness	5.0932774
Sum	124.32036
Variance	0.00030887751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27637	92.1%
0.01051914931	1	< 0.1%
0.09102646052	1	< 0.1%
0.01429169867	1	< 0.1%
0.1008503391	1	< 0.1%
0.03682817515	1	< 0.1%
0.04675957116	1	< 0.1%
0.03997470655	1	< 0.1%
0.1042435425	1	< 0.1%
0.07774241744	1	< 0.1%
Other values (2354)	2354	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27637	92.1%
3.274887597 × 10^-5	1	< 0.1%
7.944908128 × 10^-5	1	< 0.1%
8.447656715 × 10^-5	1	< 0.1%
0.0001095215388	1	< 0.1%
0.0001416360554	1	< 0.1%
0.0001747908201	1	< 0.1%
0.0002342783705	1	< 0.1%
0.0002677712451	1	< 0.1%
0.0002818661139	1	< 0.1%

Value	Count	Frequency (%)
0.1873719807	1	< 0.1%
0.182711939	1	< 0.1%
0.1804346023	1	< 0.1%
0.1761896615	1	< 0.1%
0.1752928744	1	< 0.1%
0.1725185021	1	< 0.1%
0.1724996663	1	< 0.1%
0.1724451227	1	< 0.1%
0.1686847939	1	< 0.1%
0.1683049302	1	< 0.1%

q75_t
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16538
Distinct (%)	55.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.60344724

Minimum	0
Maximum	1
Zeros	1785
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.21858924
median	0.66284286
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.78141076

Descriptive statistics

Standard deviation	0.38747038
Coefficient of variation (CV)	0.64209487
Kurtosis	-1.5738446
Mean	0.60344724
Median Absolute Deviation (MAD)	0.33715714
Skewness	-0.26664576
Sum	18103.417
Variance	0.15013329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11679	38.9%
0	1785	5.9%
0.03169437382	1	< 0.1%
0.007202374753	1	< 0.1%
0.213519626	1	< 0.1%
0.09590718441	1	< 0.1%
0.01989077995	1	< 0.1%
0.01173467994	1	< 0.1%
0.1436540825	1	< 0.1%
0.09599410254	1	< 0.1%
Other values (16528)	16528	55.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1785	5.9%
9.004768566 × 10^-6	1	< 0.1%
3.274887597 × 10^-5	1	< 0.1%
4.588437537 × 10^-5	1	< 0.1%
7.387674221 × 10^-5	1	< 0.1%
7.944908128 × 10^-5	1	< 0.1%
0.000129382415	1	< 0.1%
0.0001780336849	1	< 0.1%
0.0002216709115	1	< 0.1%
0.0002311236476	1	< 0.1%

Value	Count	Frequency (%)
1	11679	38.9%
0.9999177048	1	< 0.1%
0.9998223625	1	< 0.1%
0.9996442578	1	< 0.1%
0.9996441574	1	< 0.1%
0.9996097042	1	< 0.1%
0.9995512034	1	< 0.1%
0.9994477625	1	< 0.1%
0.999038308	1	< 0.1%
0.9990200805	1	< 0.1%

skew_t
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12745
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.021828744

Minimum	0
Maximum	0.37819433
Zeros	17256
Zeros (%)	57.5%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.034751488
95-th percentile	0.09863416
Maximum	0.37819433
Range	0.37819433
Interquartile range (IQR)	0.034751488

Descriptive statistics

Standard deviation	0.036997412
Coefficient of variation (CV)	1.6948942
Kurtosis	7.5913733
Mean	0.021828744
Median Absolute Deviation (MAD)	0
Skewness	2.3321735
Sum	654.86232
Variance	0.0013688085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17256	57.5%
0.08904221652	1	< 0.1%
0.08135776456	1	< 0.1%
0.07359106804	1	< 0.1%
0.1162173221	1	< 0.1%
0.07715453561	1	< 0.1%
0.03686009036	1	< 0.1%
0.09539903708	1	< 0.1%
0.1051100625	1	< 0.1%
0.06272221614	1	< 0.1%
Other values (12735)	12735	42.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17256	57.5%
1.838501163 × 10^-6	1	< 0.1%
3.980021934 × 10^-6	1	< 0.1%
7.809031105 × 10^-6	1	< 0.1%
1.222086524 × 10^-5	1	< 0.1%
3.156242966 × 10^-5	1	< 0.1%
3.969175298 × 10^-5	1	< 0.1%
4.268361527 × 10^-5	1	< 0.1%
4.316898559 × 10^-5	1	< 0.1%
4.637145292 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.3781943298	1	< 0.1%
0.3668659577	1	< 0.1%
0.3594696567	1	< 0.1%
0.3380707717	1	< 0.1%
0.3353084094	1	< 0.1%
0.3336702084	1	< 0.1%
0.3308460836	1	< 0.1%
0.3262885839	1	< 0.1%
0.3235967575	1	< 0.1%
0.3207642786	1	< 0.1%

kurt_t
Real number (ℝ)

Distinct	322
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.99500006

Minimum	0
Maximum	1
Zeros	23
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.057327433
Coefficient of variation (CV)	0.057615507
Kurtosis	193.13634
Mean	0.99500006
Median Absolute Deviation (MAD)	0
Skewness	-13.400726
Sum	29850.002
Variance	0.0032864346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	29657	98.9%
0	23	0.1%
0.4334816733	1	< 0.1%
0.5724249488	1	< 0.1%
0.7355173022	1	< 0.1%
0.2229556742	1	< 0.1%
0.1885428404	1	< 0.1%
0.4225154771	1	< 0.1%
0.3898323463	1	< 0.1%
0.1784495931	1	< 0.1%
Other values (312)	312	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	0.1%
0.0007529271883	1	< 0.1%
0.004330211519	1	< 0.1%
0.005186609484	1	< 0.1%
0.006340507792	1	< 0.1%
0.01933843149	1	< 0.1%
0.02412515772	1	< 0.1%
0.03255489696	1	< 0.1%
0.04160044546	1	< 0.1%
0.0428988548	1	< 0.1%

Value	Count	Frequency (%)
1	29657	98.9%
0.9985670905	1	< 0.1%
0.9961808973	1	< 0.1%
0.9946361868	1	< 0.1%
0.9935805091	1	< 0.1%
0.9933177553	1	< 0.1%
0.9931397698	1	< 0.1%
0.992981608	1	< 0.1%
0.9894023792	1	< 0.1%
0.9870325169	1	< 0.1%

zeroxrate_t
Real number (ℝ)

ZEROS

Distinct	5884
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0069000474

Minimum	0
Maximum	0.25439453
Zeros	18250
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0053710938
95-th percentile	0.038085938
Maximum	0.25439453
Range	0.25439453
Interquartile range (IQR)	0.0053710938

Descriptive statistics

Standard deviation	0.016993682
Coefficient of variation (CV)	2.4628355
Kurtosis	25.915494
Mean	0.0069000474
Median Absolute Deviation (MAD)	0
Skewness	4.3527196
Sum	207.00142
Variance	0.00028878522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18250	60.8%
0.00048828125	359	1.2%
0.0009765625	228	0.8%
0.00244140625	204	0.7%
0.00146484375	187	0.6%
0.001953125	183	0.6%
0.0029296875	178	0.6%
0.00390625	170	0.6%
0.00341796875	157	0.5%
0.0048828125	146	0.5%
Other values (5874)	9938	33.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18250	60.8%
0.0002492092646	1	< 0.1%
0.000253499771	1	< 0.1%
0.0002819280909	1	< 0.1%
0.0002858738309	1	< 0.1%
0.0002863051184	1	< 0.1%
0.0002881295874	1	< 0.1%
0.0002973399191	1	< 0.1%
0.0002991988711	1	< 0.1%
0.0003031269102	1	< 0.1%

Value	Count	Frequency (%)
0.2543945312	1	< 0.1%
0.2446289062	1	< 0.1%
0.220328128	1	< 0.1%
0.2065429688	1	< 0.1%
0.1948242188	1	< 0.1%
0.1870117188	1	< 0.1%
0.1838682247	1	< 0.1%
0.1824554066	1	< 0.1%
0.181640625	1	< 0.1%
0.1801757812	1	< 0.1%

entropy_t
Real number (ℝ)

HIGH CORRELATION

Distinct	17494
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.86879036

Minimum	0.054824435
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.054824435
5-th percentile	0.51217492
Q1	0.7767301
median	0.94649756
Q3	1
95-th percentile	1
Maximum	1
Range	0.94517557
Interquartile range (IQR)	0.2232699

Descriptive statistics

Standard deviation	0.16789411
Coefficient of variation (CV)	0.19325042
Kurtosis	0.98478992
Mean	0.86879036
Median Absolute Deviation (MAD)	0.053502444
Skewness	-1.3109434
Sum	26063.711
Variance	0.028188431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12506	41.7%
0.968774242	2	< 0.1%
0.6514403255	1	< 0.1%
0.8454661702	1	< 0.1%
0.6127226688	1	< 0.1%
0.888770803	1	< 0.1%
0.7043260873	1	< 0.1%
0.9359590913	1	< 0.1%
0.7619587291	1	< 0.1%
0.8594213927	1	< 0.1%
Other values (17484)	17484	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05482443478	1	< 0.1%
0.1841074425	1	< 0.1%
0.2234874843	1	< 0.1%
0.2284804879	1	< 0.1%
0.2305010157	1	< 0.1%
0.2357853074	1	< 0.1%
0.2362990456	1	< 0.1%
0.2387447791	1	< 0.1%
0.2408129665	1	< 0.1%
0.2453677821	1	< 0.1%

Value	Count	Frequency (%)
1	12506	41.7%
0.9999930609	1	< 0.1%
0.999988618	1	< 0.1%
0.9999826956	1	< 0.1%
0.9999795349	1	< 0.1%
0.9999323883	1	< 0.1%
0.9999266415	1	< 0.1%
0.9998992563	1	< 0.1%
0.9998632315	1	< 0.1%
0.9998454321	1	< 0.1%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	234.5 KiB

1	24000
0	6000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	30000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring characters

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Auto

Heatmap
Table

	cent_f	entropy_t	gender	kurt_f	kurt_t	mean_f	mean_t	med_f	med_t	min_f	q25_f	q25_t	q75_f	q75_t	sfm_f	skew_f	skew_t	std_f	std_t	zeroxrate_t
cent_f	1.000	0.044	0.049	-0.242	0.015	0.082	0.149	0.208	0.149	0.051	-0.090	-0.023	0.097	0.112	-0.293	-0.288	-0.132	0.015	0.141	0.033
entropy_t	0.044	1.000	0.178	0.125	-0.113	-0.522	0.066	-0.562	0.067	-0.694	0.003	-0.162	-0.038	0.699	-0.060	-0.048	0.012	-0.456	0.320	0.062
gender	0.049	0.178	1.000	0.202	0.041	0.165	0.280	0.113	0.282	0.116	0.119	0.060	0.004	0.143	0.099	0.110	0.122	0.128	0.344	0.029
kurt_f	-0.242	0.125	0.202	1.000	-0.104	-0.660	0.255	-0.746	0.256	-0.425	0.498	0.084	-0.076	-0.051	0.887	0.899	-0.058	-0.462	0.307	-0.040
kurt_t	0.015	-0.113	0.041	-0.104	1.000	0.155	0.004	0.155	0.004	0.173	-0.037	0.030	0.270	-0.116	-0.004	0.018	-0.029	0.151	-0.094	-0.021
mean_f	0.082	-0.522	0.165	-0.660	0.155	1.000	-0.130	0.927	-0.131	0.920	-0.385	-0.005	0.071	-0.321	-0.381	-0.400	0.015	0.919	-0.321	-0.008
mean_t	0.149	0.066	0.280	0.255	0.004	-0.130	1.000	-0.054	1.000	0.058	0.315	0.193	0.007	0.129	0.297	0.295	-0.683	-0.105	0.939	0.007
med_f	0.208	-0.562	0.113	-0.746	0.155	0.927	-0.054	1.000	-0.055	0.882	-0.314	0.005	0.074	-0.322	-0.535	-0.551	-0.064	0.782	-0.268	0.008
med_t	0.149	0.067	0.282	0.256	0.004	-0.131	1.000	-0.055	1.000	0.057	0.316	0.193	0.008	0.129	0.297	0.295	-0.682	-0.106	0.939	0.007
min_f	0.051	-0.694	0.116	-0.425	0.173	0.920	0.058	0.882	0.057	1.000	-0.163	0.075	0.069	-0.475	-0.122	-0.142	-0.104	0.882	-0.200	-0.029
q25_f	-0.090	0.003	0.119	0.498	-0.037	-0.385	0.315	-0.314	0.316	-0.163	1.000	0.048	-0.037	-0.087	0.452	0.460	-0.118	-0.197	0.326	0.004
q25_t	-0.023	-0.162	0.060	0.084	0.030	-0.005	0.193	0.005	0.193	0.075	0.048	1.000	0.008	-0.226	0.127	0.124	-0.239	-0.016	0.141	-0.089
q75_f	0.097	-0.038	0.004	-0.076	0.270	0.071	0.007	0.074	0.008	0.069	-0.037	0.008	1.000	-0.035	-0.050	0.009	-0.013	0.070	-0.028	0.005
q75_t	0.112	0.699	0.143	-0.051	-0.116	-0.321	0.129	-0.322	0.129	-0.475	-0.087	-0.226	-0.035	1.000	-0.175	-0.172	-0.140	-0.344	0.306	0.129
sfm_f	-0.293	-0.060	0.099	0.887	-0.004	-0.381	0.297	-0.535	0.297	-0.122	0.452	0.127	-0.050	-0.175	1.000	0.996	-0.098	-0.156	0.276	-0.061
skew_f	-0.288	-0.048	0.110	0.899	0.018	-0.400	0.295	-0.551	0.295	-0.142	0.460	0.124	0.009	-0.172	0.996	1.000	-0.094	-0.174	0.277	-0.059
skew_t	-0.132	0.012	0.122	-0.058	-0.029	0.015	-0.683	-0.064	-0.682	-0.104	-0.118	-0.239	-0.013	-0.140	-0.098	-0.094	1.000	0.071	-0.599	0.010
std_f	0.015	-0.456	0.128	-0.462	0.151	0.919	-0.105	0.782	-0.106	0.882	-0.197	-0.016	0.070	-0.344	-0.156	-0.174	0.071	1.000	-0.256	-0.019
std_t	0.141	0.320	0.344	0.307	-0.094	-0.321	0.939	-0.268	0.939	-0.200	0.326	0.141	-0.028	0.306	0.276	0.277	-0.599	-0.256	1.000	0.022
zeroxrate_t	0.033	0.062	0.029	-0.040	-0.021	-0.008	0.007	0.008	0.007	-0.029	0.004	-0.089	0.005	0.129	-0.061	-0.059	0.010	-0.019	0.022	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	mean_f	std_f	med_f	min_f	q25_f	q75_f	skew_f	kurt_f	sfm_f	cent_f	mean_t	std_t	med_t	q75_t	kurt_t	zeroxrate_t	entropy_t	gender
0	0.030008	0.079419	0.013814	0.005128	0.436987	1.0	0.350974	0.377673	0.347318	1.0	0.547540	0.643623	0.547955	1.000000	1.0	0.000000	1.000000	1
1	0.039580	0.093497	0.015924	0.007063	0.474930	1.0	0.390826	0.418613	0.386338	1.0	0.578819	0.666055	0.579371	1.000000	1.0	0.000000	1.000000	1
2	0.049964	0.112978	0.022379	0.008911	0.427758	1.0	0.367908	0.377526	0.365964	1.0	0.544923	0.622611	0.545212	0.918807	1.0	0.000000	0.861018	1
3	0.067886	0.126197	0.032145	0.010770	0.401816	1.0	0.298273	0.304156	0.296886	1.0	0.502609	0.572371	0.502852	0.298064	1.0	0.000000	0.972393	1
4	0.065823	0.129828	0.027200	0.009891	0.404645	1.0	0.316831	0.323197	0.314953	1.0	0.550655	0.634763	0.550735	0.740961	1.0	0.003418	0.864491	1
5	0.041242	0.094664	0.017084	0.006418	0.507658	1.0	0.342668	0.361153	0.339313	1.0	0.579551	0.677122	0.580397	1.000000	1.0	0.000000	1.000000	1
6	0.038867	0.088027	0.017039	0.006295	0.445032	1.0	0.342875	0.362137	0.339481	1.0	0.554427	0.643063	0.554621	1.000000	1.0	0.010742	0.970696	1
7	0.043318	0.081365	0.026044	0.007713	0.431786	1.0	0.287524	0.306579	0.285215	1.0	0.527432	0.590640	0.527740	0.771081	1.0	0.000000	0.756988	1
8	0.062092	0.118789	0.027598	0.009254	0.392159	1.0	0.309865	0.316373	0.308343	1.0	0.504189	0.579119	0.504489	0.705305	1.0	0.001441	1.000000	1
9	0.033406	0.085264	0.014514	0.005582	0.471577	1.0	0.357551	0.388692	0.353085	1.0	0.543847	0.636850	0.544042	1.000000	1.0	0.000000	1.000000	1

	mean_f	std_f	med_f	min_f	q25_f	q75_f	skew_f	kurt_f	sfm_f	cent_f	mean_t	std_t	med_t	q75_t	kurt_t	zeroxrate_t	entropy_t
29990	0.012647	0.039771	0.005335	0.002292	0.410385	1.0	0.415891	0.763248	0.397806	1.0	0.633739	0.757818	0.634634	1.0	1.0	0.006272	1.0
29991	0.020037	0.065783	0.008541	0.003317	0.451942	1.0	0.378306	0.476723	0.368414	1.0	0.579571	0.707493	0.580287	1.0	1.0	0.034904	1.0
29992	0.015707	0.060802	0.006425	0.002866	0.464839	1.0	0.435632	0.597312	0.421977	1.0	0.573944	0.709774	0.574386	1.0	1.0	0.009015	1.0
29993	0.019452	0.055319	0.009028	0.002919	0.405994	1.0	0.315051	0.451423	0.303612	1.0	0.590160	0.717003	0.590981	1.0	1.0	0.000000	1.0
29994	0.015053	0.047266	0.006728	0.002711	0.426912	1.0	0.393734	0.605164	0.379738	1.0	0.635956	0.761406	0.636707	1.0	1.0	0.000000	1.0
29995	0.016494	0.051396	0.007309	0.003082	0.485806	1.0	0.395489	0.545169	0.384357	1.0	0.634117	0.754770	0.634802	1.0	1.0	0.000000	1.0
29996	0.019074	0.065036	0.007591	0.003625	0.475424	1.0	0.459257	0.544991	0.450603	1.0	0.619992	0.742037	0.620566	1.0	1.0	0.000000	1.0
29997	0.021346	0.077263	0.008240	0.003721	0.492609	1.0	0.429551	0.511616	0.419713	1.0	0.528591	0.652728	0.529266	1.0	1.0	0.016467	1.0
29998	0.012408	0.050401	0.005247	0.002476	0.504011	1.0	0.454244	0.645445	0.440823	1.0	0.585239	0.717702	0.585931	1.0	1.0	0.000000	1.0
29999	0.024478	0.067819	0.011158	0.003753	0.375221	1.0	0.330341	0.412853	0.321741	1.0	0.618862	0.744022	0.619590	1.0	1.0	0.000000	1.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample